#python#agents#document_search#evaluation#guardrails#llms#optimization#prompts#rag#vector_stores
Ragbits is a tool that helps build and deploy GenAI applications quickly. It offers features like swapping between many language models, ensuring safe interactions with these models, and connecting to various data storage systems. Ragbits also includes tools for managing data and testing prompts, making it easier to develop reliable AI applications. This helps users create more accurate and efficient AI systems by integrating the latest data and reducing errors. Overall, Ragbits makes it faster and more efficient to develop and deploy AI applications.
https://github.com/deepsense-ai/ragbits
🎮TapSwaphas reached a new level - beta is already online!
Now skill games are available to the first users directly in Telegram. No downloads - everything is fast, convenient and already with $TAPS integration .
What's in beta:
• 🎮 3 play-to-skill games — it’s not clicks that matter, but real skill
• 💸 Using and testing $TAPS in action
• 🧩 Convenient Telegram mini-app — launch in a couple of seconds
⚠️Beta is available only to a limited number of users.
If you've gained access, you're among the first to test the mechanics before the mass launch and possibly earn an advantage.
📅 Public release - already in early June.
Get ready:TapSwapis a game changer.
#TapSwap#CryptoGaming#SkillToEarn#Web3UA
Bot link:tapswap_bot📱
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🎮TapSwap officially launched the beta!
The project has made an important step forward — now skill games are available for the first testers directly in Telegram. Convenient format, fast loading and no unnecessary actions.
What's included in the beta:
• 🎯 Three games where the outcome depends on your skills
• 💰 Integration with $TAPS
• 📲 Access via Telegram mini-app
⚠️ At the current stage, only selected users have access to the beta.
If you are among them, you can already try out the platform before the official release.
🗓The public launch is scheduled for early June.
#TapSwap#БетаЗапуск#SkillGaming#Web3UA
Bot link:tapswap_bot📱
Nigeria Football Hub
🎮TapSwap officially launched the beta!
The project has made an important step forward — now skill games are available for the first testers directly in Telegram. Convenient format, fast loading and no unnecessary actions.
What's included in the beta:
• 🎯 Three games where the outcome depends on your skills
• 💰 Integration with $TAPS
• 📲 Access via Telegram mini-app
⚠️ At the current stage, only selected users have access to the beta.
If you are among them, you can already try out the platform before the official release.
🗓The public launch is scheduled for early June.
#TapSwap#БетаЗапуск#SkillGaming#Web3UA
Bot link:tapswap_bot📱
INSIDER USA 👉🏻 Subscribe